The NIPS '17 Competition: Building Intelligent Systems (Hardcover, 1st ed. 2018)

This book summarizes the organized competitions held during the first NIPS competition track. It provides both theory and applications of hot topics in machine learning, such as adversarial learning, conversational intelligence, and deep reinforcement learning. Rigorous competition evaluation was based on the quality of data, problem interest and impact, promoting the design of new models, and a proper schedule and management procedure. This book contains the chapters from organizers on competition design and from top-ranked participants on their proposed solutions for the five accepted competitions: The Conversational Intelligence Challenge, Classifying Clinically Actionable Genetic Mutations, Learning to Run, Human-Computer Question Answering Competition, and Adversarial Attacks and Defenses.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	The Springer Series on Challenges in Machine Learning
Release date:	October 2018
First published:	2018
Editors:	Sergio Escalera • Markus Weimer
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	287
Edition:	1st ed. 2018
ISBN-13:	978-3-319-94041-0
Categories:	Books > Computing & IT > Applications of computing > Pattern recognition Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Computing & IT > Applications of computing > Image processing > General
LSN:	3-319-94041-4
Barcode:	9783319940410

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